scene-text

There are 8 repositories under scene-text topic.

JaidedAI / EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
ocr deep-learning crnn pytorch lstm machine-learning scene-text scene-text-recognition optical-character-recognition cnn data-mining image-processing python easyocr information-retrieval
Language:Python 22122
clovaai / deep-text-recognition-benchmark
Text recognition (optical character recognition) with deep learning methods, ICCV 2019
iccv2019 ocr ocr-recognition text-recognition deep-learning scene-text-recognition recognition scene-text crnn rare r2am grcnn rosetta star-net
Language:Jupyter Notebook 3633
MhLiao / TextBoxes_plusplus
TextBoxes++: A Single-Shot Oriented Scene Text Detector
ocr scene-text scene-text-detection scene-text-recognition
Language:C++ 949
cs-chan / Total-Text-Dataset
Total Text Dataset. It consists of 1555 images with more than 3 different text orientations: Horizontal, Multi-Oriented, and Curved, one of a kind.
text-detection-recognition text-recognition text-detection scene-text-detection scene-text-recognition scene-text dataset curve-text total-text icdar
Language:MATLAB 726
bgshih / aster
Recognizing cropped text in natural images.
computer-vision ocr recognition scene-text
Language:Python 715
ayumiymk / aster.pytorch
ASTER in Pytorch
ocr text-recognition scene-text computer-vision text-rectification aster pytorch
Language:Python 653
Yuliang-Liu / Curve-Text-Detector
This repository provides train＆test code, dataset, det.&rec. annotation, evaluation script, annotation tool, and ranking.
deep-learning document-analysis object-detection scene-text
Language:Jupyter Notebook 632
Canjie-Luo / MORAN_v2
MORAN: A Multi-Object Rectified Attention Network for Scene Text Recognition
scene-text scene-text-recognition image-deformation image-rectification attention-mechanism
Language:Python 619
MhLiao / MaskTextSpotterV3
The code of "Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting"
mask-textspotter scene-text scene-text-detection-recognition
Language:Python 612
Canjie-Luo / Text-Image-Augmentation
Geometric Augmentation for Text Image
opencv recognition scene-text detection image-transformations
Language:C++ 477
clovaai / synthtiger
Official Implementation of SynthTIGER (Synthetic Text Image Generator), ICDAR 2021
ocr recognition synthetic generation dataset deep-learning ocr-recognition text-recognition icdar2021 scene-text-recognition scene-text
Language:Python 426
janzd / EAST
Implementation of EAST scene text detector in Keras
scene-text-detection scene-text keras
Language:Python 213
BestSonny / SSTD
Single Shot Text Detector with Regional Attention
end-to-end scene-text sstd iccv-17
Language:C++ 212
HCIILAB / DeRPN
A novel region proposal network for more general object detection ( including scene text detection ).
object-detection scene-text-detection region-proposals object-proposals rpn scene-text detection text-detection
Language:Python 155
janzd / CRNN
Convolutional recurrent neural network for scene text recognition or OCR in Keras
ocr text-recognition scene-text scene-text-recognition keras
Language:Python 120
YukangWang / TextField
TextField: Learning A Deep Direction Field for Irregular Scene Text Detection (TIP 2019)
scene-text text-detection
Language:C++ 99
dafanghe / DeepSceneTextReader
This is a c++ project deploying a deep scene text reading pipeline with tensorflow. It reads text from natural scene images. It uses frozen tensorflow graphs. The detector detect scene text locations. The recognizer reads word from each detected bounding box.
deep-learning scene-text scene-text-detection scene-text-recognition end-to-end-ocr deployment
Language:C++ 49
janzd / awesome-scene-text
A curated list of papers and resources for scene text detection and recognition
scene-text scene-text-detection scene-text-recognition awesome awesome-list text-detection text-detection-recognition text-recognition
45
dafanghe / Tensorflow_SceneText_Oriented_Box_Predictor
This project modify tensorflow object detection api code to predict oriented bounding boxes. It can be used for scene text detection.
deep-learning scene-text scene-text-detection tensorflow faster-rcnn ssd
Language:Python 29
Lenubolim / TextDiff
Official code implementation of " TextDiff: Mask-Guided Residual Diffusion Models for Scene Text Image "
diffusion-models scene-text-image-super-resolution datasets deep-learning deep-neural-networks image-to-image image-translation img2img low-level-vision pytorch-implementation super-resolution scene-text pytorch
18
ankanbhunia / AttenScriptNetPR
Script identification in natural scene image and video frames using an attention based Convolutional-LSTM network (Pattern Recognition, 2019)
attention-mechanism script-identification scene-text deep-learning machine-learning computer-vision pattern-recognition
Language:Jupyter Notebook 15
denabazazian / scene_text_segmentation
Pytorch implementation for pixel-wise scene text segmentation based on DeepLabV3+
deeplabv3 pytorch scene-text scene-text-segmentation segmentation
Language:Python 8
denabazazian / wordSpotting_characterRecognition
A Word Spotting Method in Scene Images based on Character Recognition
scene-text character-recognition fcn
Language:Python 6
FSP1020 / SimpleVisionML
Making machine learning and computer vision simple.
deep-learning detection image-detection image-processing machine-learning ocr optical-character-recognition python pytorch scene-text scene-text-detection scene-text-detection-recognition scene-text-recognition text vision
Language:Python 2
ofnote / IndicSynthText
Code for generating synthetic text images in Indic languages. Based on Ankush et al. CVPR'16.
scene-text scene-text-recognition
Language:Python 1
chunchet-ng / signboard_ocr
A demo for OCR on Signboard (ArT dataset) using PaddleOCR' EAST + CRNN, MMOCR's ASTER and CRAFT.
ocr-python scene-text text-detection text-recognition text-spotting
Language:Jupyter Notebook

scene-text

JaidedAI / EasyOCR

clovaai / deep-text-recognition-benchmark

MhLiao / TextBoxes_plusplus

cs-chan / Total-Text-Dataset

bgshih / aster

ayumiymk / aster.pytorch

Yuliang-Liu / Curve-Text-Detector

Canjie-Luo / MORAN_v2

MhLiao / MaskTextSpotterV3

Canjie-Luo / Text-Image-Augmentation

clovaai / synthtiger

janzd / EAST

BestSonny / SSTD

HCIILAB / DeRPN

janzd / CRNN

YukangWang / TextField

dafanghe / DeepSceneTextReader

janzd / awesome-scene-text

dafanghe / Tensorflow_SceneText_Oriented_Box_Predictor

Lenubolim / TextDiff

ankanbhunia / AttenScriptNetPR

denabazazian / scene_text_segmentation

denabazazian / wordSpotting_characterRecognition

FSP1020 / SimpleVisionML

ofnote / IndicSynthText

chunchet-ng / signboard_ocr